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diff --git a/site/content/pages/datasets/duke_mtmc/assets/background.jpg b/site/content/pages/datasets/duke_mtmc/assets/background.jpg
index 2275bd9e..080939ba 100755..100644
--- a/site/content/pages/datasets/duke_mtmc/assets/background.jpg
+++ b/site/content/pages/datasets/duke_mtmc/assets/background.jpg
diff --git a/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam1.jpg b/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam1.jpg
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diff --git a/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam3.jpg b/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam3.jpg
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diff --git a/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam4.jpg b/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam4.jpg
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diff --git a/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam5.jpg b/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam5.jpg
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diff --git a/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam6.jpg b/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam6.jpg
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diff --git a/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam7.jpg b/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam7.jpg
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diff --git a/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam8.jpg b/site/content/pages/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam8.jpg
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diff --git a/site/content/pages/datasets/duke_mtmc/assets/index.jpg b/site/content/pages/datasets/duke_mtmc/assets/index.jpg
index 7b144b42..1062e85c 100755..100644
--- a/site/content/pages/datasets/duke_mtmc/assets/index.jpg
+++ b/site/content/pages/datasets/duke_mtmc/assets/index.jpg
diff --git a/site/content/pages/datasets/duke_mtmc/index.md b/site/content/pages/datasets/duke_mtmc/index.md
index b8c359d2..e8c7556f 100644
--- a/site/content/pages/datasets/duke_mtmc/index.md
+++ b/site/content/pages/datasets/duke_mtmc/index.md
@@ -30,16 +30,97 @@ The 8 cameras deployed on Duke's campus were specifically setup to capture stude
 
 #### Data Visualizations
 
-![caption: Duke MTMC pixel-averaged image of camera #5 is shown with the bounding boxes for each student drawn in white. (c) Adam Harvey](assets/duke_mtmc_cam5_average_comp.jpg)
+=== columns 2
+
+![caption: Camera 1 © megapixels.cc](assets/duke_mtmc_saliency_cam1.jpg)
+
+=====
+
+![caption: Camera 2 © megapixels.cc](assets/duke_mtmc_saliency_cam2.jpg)
+
+==== end columns
+
+
+=== columns 2
+
+![caption: Camera 3 © megapixels.cc](assets/duke_mtmc_saliency_cam3.jpg)
+
+=====
+
+![caption: Camera 4 © megapixels.cc](assets/duke_mtmc_saliency_cam4.jpg)
+
+==== end columns
+
+
+=== columns 2
+
+![caption: Camera 5 © megapixels.cc](assets/duke_mtmc_saliency_cam5.jpg)
+
+=====
+
+![caption: Camera 6 © megapixels.cc](assets/duke_mtmc_saliency_cam6.jpg)
+
+==== end columns
+
+
+=== columns 2
+
+![caption: Camera 7 © megapixels.cc](assets/duke_mtmc_saliency_cam7.jpg)
+
+=====
+
+![caption: Camera 8 © megapixels.cc](assets/duke_mtmc_saliency_cam8.jpg)
+
+==== end columns
+
+
+### Alternate Layout
+
+
+=== columns 4
+
+![caption: Camera 1 © megapixels.cc](assets/duke_mtmc_saliency_cam1.jpg)
+
+=====
+
+![caption: Camera 2 © megapixels.cc](assets/duke_mtmc_saliency_cam2.jpg)
+
+====
+
+![caption: Camera 3 © megapixels.cc](assets/duke_mtmc_saliency_cam3.jpg)
+
+====
+
+![caption: Camera 4 © megapixels.cc](assets/duke_mtmc_saliency_cam4.jpg)
+
+==== end columns
+
+
+=== columns 4
+
+![caption: Camera 5 © megapixels.cc](assets/duke_mtmc_saliency_cam5.jpg)
+
+=====
+
+![caption: Camera 6 © megapixels.cc](assets/duke_mtmc_saliency_cam6.jpg)
+
+====
+
+![caption: Camera 7 © megapixels.cc](assets/duke_mtmc_saliency_cam7.jpg)
+
+=====
+
+![caption: Camera 8 © megapixels.cc](assets/duke_mtmc_saliency_cam8.jpg)
+
+==== end columns
+
 
 ### TODO
 
-- change to heatmap overlay of each location
-- make fancy viz of foot trails with bbox and blurred persons
 - expand story
 - add google street view images of each camera location?
 - add actual head detections to header image with faces blurred
 - add 4 diverse example images with faces blurred
-- add map location of the brainwash cafe
+- add links to google map locations of each camera
 
 ### Footnotes
\ No newline at end of file